Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to "run the AOI workflow", "fine-tune my PCB AOI model end-to-end", "improve my AOI…
Data access abstraction patterns for apps that need to swap between local databases (SQLite) and cloud databases (Cosmos DB, PostgreSQL) without changing application code. Covers Node.js/TypeScript, Python/FastAPI, and .NET. Use when building apps that run locally with SQLite and deploy to Azure with Cosmos DB or…
Run an agentic journey end-to-end: preflight the host, extract prompts, execute them in an isolated workspace, build, deploy to Azure, verify with real requests and screenshots, and clean up only owned resources. USE FOR: test a journey, run a journey end-to-end, validate journey prompts, deploy a journey to Azure…
Create new agentic journeys from app ideas. Generates README.md (learner walkthrough), PLAN.md (AI-readable spec), and app-specific skills for OSS deployments. Supports any stack (Node.js, Python, .NET, Java, Swift, Kotlin) and Azure service (Container Apps, AKS, Functions, App Service). USE FOR: new journey, scaffold…
IPMI / BMC management atomic skill. Controls server power, opens Serial-over-LAN consoles, reads sensors and event logs, and configures the BMC LAN on out-of-band controllers (Dell iDRAC, HPE iLO, Supermicro, generic IPMI 2.0) via ipmitool — in-band or over LAN. Use for remote power control and for recovering a node…
Convert multi-NIC Linux hosts to a systemd-networkd active-backup bond on a static canonical IP, retiring NetworkManager, with a console-safe dead-man auto-revert. Use when a node's egress/data-path is non-deterministic across reboots (multiple DHCP NICs), when stabilizing a Docker Swarm VXLAN data-path before a swarm…
Operate hosts and Agent OS services through the governed systems-manager MCP provider and GraphOS delegation. Use for OS and package lifecycle, services, processes, network and disk inspection, storage or BMC health, firewall and managed-file work, agent identity, specialist registry, scheduler, watchdog, host…
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Generate an OpenAPI 3.1.0 specification from API design stories, a domain model, API standards, and OpenAPI best practices. Lints with RateMyOpenAPI and iterates to 100/100. Use when user says "/design-api-spec" or asks to generate an OpenAPI spec from stories.
Generate API design stories from requirements, a domain model, and API standards. Stories bridge product requirements and OpenAPI specs — Emmanuel Paraskakis's method for designing APIs with LLMs. Use when user says "/design-api-stories" or asks to generate API user stories.
Design an API end-to-end — from requirements to a validated OpenAPI spec. Generates stories for review, then produces a linted spec. Emmanuel Paraskakis's method for designing APIs with LLMs. Use when user says "/design-api" or asks to design an API.